3 papers
cs.CV2026
Lightweight Gaze Estimation Model Via Fusion Global Information
Zhang Cheng, Yanxia Wang
Deep learning-based appearance gaze estimation methods are gaining popularity due to their high accuracy and fewer constraints from the environment. However, existing high-precisio…
cs.CV2024
EM-Net: Gaze Estimation with Expectation Maximization Algorithm
Zhang Cheng, Yanxia Wang, Guoyu Xia
In recent years, the accuracy of gaze estimation techniques has gradually improved, but existing methods often rely on large datasets or large models to improve performance, which…
cs.CV2024
Multi-task Gaze Estimation Via Unidirectional Convolution
Zhang Cheng, Yanxia Wang
Using lightweight models as backbone networks in gaze estimation tasks often results in significant performance degradation. The main reason is that the number of feature channels…